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02/15/2023
Sparse-SignSGD with Majority Vote for Communication-Efficient Distributed Learning
The training efficiency of complex deep learning models can be significa...
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07/25/2022
Unsupervised data selection for Speech Recognition with contrastive loss ratios
This paper proposes an unsupervised data selection method by using a sub...
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02/12/2022
Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing
Rapid detection and mitigation of issues that impact performance and rel...
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09/14/2021
Bayesian AirComp with Sign-Alignment Precoding for Wireless Federated Learning
In this paper, we consider the problem of wireless federated learning ba...
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12/31/2020